Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 1800 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 267.3 KiB |
| Average record size in memory | 152.1 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 1 |
Nombre_Municipio has a high cardinality: 72 distinct values | High cardinality |
Unnamed: 0 is highly overall correlated with Año and 1 other fields | High correlation |
Año is highly overall correlated with Unnamed: 0 and 1 other fields | High correlation |
Id_Municipio is highly overall correlated with Nombre_Municipio | High correlation |
Poblacion is highly overall correlated with Nombre_Municipio and 7 other fields | High correlation |
Total_Accidentes is highly overall correlated with Nombre_Municipio and 7 other fields | High correlation |
Tasa_Accidentes is highly overall correlated with Nombre_Municipio and 4 other fields | High correlation |
Total_Muertes is highly overall correlated with Nombre_Municipio and 6 other fields | High correlation |
Tasa_Muertos is highly overall correlated with Tasa_Accidentes and 4 other fields | High correlation |
Total_Muertes_Alcohol is highly overall correlated with Nombre_Municipio and 5 other fields | High correlation |
Tasa_Muertos_Alcohol is highly overall correlated with Tasa_Muertos and 2 other fields | High correlation |
Total_Heridos is highly overall correlated with Nombre_Municipio and 6 other fields | High correlation |
Tasa_Heridos is highly overall correlated with Tasa_Accidentes and 4 other fields | High correlation |
Total_Heridos_Alcohol is highly overall correlated with Nombre_Municipio and 5 other fields | High correlation |
Tasa_Heridos_Alcohol is highly overall correlated with Tasa_Muertos and 3 other fields | High correlation |
Total_Cinturon_Uso is highly overall correlated with Poblacion and 4 other fields | High correlation |
Total_Cinturon_Tasa is highly overall correlated with Nombre_Municipio and 6 other fields | High correlation |
Total_Fugas is highly overall correlated with Nombre_Municipio and 5 other fields | High correlation |
Total_Fugas_Tasa is highly overall correlated with Unnamed: 0 and 3 other fields | High correlation |
Nombre_Municipio is highly overall correlated with Id_Municipio and 10 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Nombre_Municipio is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
Total_Accidentes has 254 (14.1%) zeros | Zeros |
Tasa_Accidentes has 254 (14.1%) zeros | Zeros |
Total_Muertes has 894 (49.7%) zeros | Zeros |
Tasa_Muertos has 894 (49.7%) zeros | Zeros |
Total_Muertes_Alcohol has 1366 (75.9%) zeros | Zeros |
Tasa_Muertos_Alcohol has 1366 (75.9%) zeros | Zeros |
Total_Heridos has 528 (29.3%) zeros | Zeros |
Tasa_Heridos has 528 (29.3%) zeros | Zeros |
Total_Heridos_Alcohol has 871 (48.4%) zeros | Zeros |
Tasa_Heridos_Alcohol has 871 (48.4%) zeros | Zeros |
Total_Cinturon_Uso has 997 (55.4%) zeros | Zeros |
Total_Cinturon_Tasa has 997 (55.4%) zeros | Zeros |
Total_Fugas has 1009 (56.1%) zeros | Zeros |
Total_Fugas_Tasa has 1009 (56.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-12 22:39:37.046580 |
|---|---|
| Analysis finished | 2022-12-12 22:41:10.787580 |
| Duration | 1 minute and 33.74 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
| Distinct | 1800 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 899.5 |
| Minimum | 0 |
|---|---|
| Maximum | 1799 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 89.95 |
| Q1 | 449.75 |
| median | 899.5 |
| Q3 | 1349.25 |
| 95-th percentile | 1709.05 |
| Maximum | 1799 |
| Range | 1799 |
| Interquartile range (IQR) | 899.5 |
Descriptive statistics
| Standard deviation | 519.75956 |
|---|---|
| Coefficient of variation (CV) | 0.57783164 |
| Kurtosis | -1.2 |
| Mean | 899.5 |
| Median Absolute Deviation (MAD) | 450 |
| Skewness | 0 |
| Sum | 1619100 |
| Variance | 270150 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1237 | 1 | 0.1% |
| 1207 | 1 | 0.1% |
| 1206 | 1 | 0.1% |
| 1205 | 1 | 0.1% |
| 1204 | 1 | 0.1% |
| 1203 | 1 | 0.1% |
| 1202 | 1 | 0.1% |
| 1201 | 1 | 0.1% |
| 1200 | 1 | 0.1% |
| Other values (1790) | 1790 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1799 | 1 | |
| 1798 | 1 | |
| 1797 | 1 | |
| 1796 | 1 | |
| 1795 | 1 | |
| 1794 | 1 | |
| 1793 | 1 | |
| 1792 | 1 | |
| 1791 | 1 | |
| 1790 | 1 |
Año
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009 |
| Minimum | 1997 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 1998 |
| Q1 | 2003 |
| median | 2009 |
| Q3 | 2015 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.2131065 |
|---|---|
| Coefficient of variation (CV) | 0.0035903965 |
| Kurtosis | -1.2038561 |
| Mean | 2009 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 3616200 |
| Variance | 52.028905 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1997 | 72 | 4.0% |
| 2010 | 72 | 4.0% |
| 2020 | 72 | 4.0% |
| 2019 | 72 | 4.0% |
| 2018 | 72 | 4.0% |
| 2017 | 72 | 4.0% |
| 2016 | 72 | 4.0% |
| 2015 | 72 | 4.0% |
| 2014 | 72 | 4.0% |
| 2013 | 72 | 4.0% |
| Other values (15) | 1080 |
| Value | Count | Frequency (%) |
| 1997 | 72 | |
| 1998 | 72 | |
| 1999 | 72 | |
| 2000 | 72 | |
| 2001 | 72 | |
| 2002 | 72 | |
| 2003 | 72 | |
| 2004 | 72 | |
| 2005 | 72 | |
| 2006 | 72 |
| Value | Count | Frequency (%) |
| 2021 | 72 | |
| 2020 | 72 | |
| 2019 | 72 | |
| 2018 | 72 | |
| 2017 | 72 | |
| 2016 | 72 | |
| 2015 | 72 | |
| 2014 | 72 | |
| 2013 | 72 | |
| 2012 | 72 |
Id_Municipio
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.5 |
| Minimum | 1 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 18.75 |
| median | 36.5 |
| Q3 | 54.25 |
| 95-th percentile | 69 |
| Maximum | 72 |
| Range | 71 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 20.78838 |
|---|---|
| Coefficient of variation (CV) | 0.56954466 |
| Kurtosis | -1.2004636 |
| Mean | 36.5 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0 |
| Sum | 65700 |
| Variance | 432.15675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 25 | 1.4% |
| 2 | 25 | 1.4% |
| 53 | 25 | 1.4% |
| 52 | 25 | 1.4% |
| 51 | 25 | 1.4% |
| 50 | 25 | 1.4% |
| 49 | 25 | 1.4% |
| 48 | 25 | 1.4% |
| 47 | 25 | 1.4% |
| 46 | 25 | 1.4% |
| Other values (62) | 1550 |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 2 | 25 | |
| 3 | 25 | |
| 4 | 25 | |
| 5 | 25 | |
| 6 | 25 | |
| 7 | 25 | |
| 8 | 25 | |
| 9 | 25 | |
| 10 | 25 |
| Value | Count | Frequency (%) |
| 72 | 25 | |
| 71 | 25 | |
| 70 | 25 | |
| 69 | 25 | |
| 68 | 25 | |
| 67 | 25 | |
| 66 | 25 | |
| 65 | 25 | |
| 64 | 25 | |
| 63 | 25 |
| Distinct | 72 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.2 KiB |
| Aconchi | 25 |
|---|---|
| Agua Prieta | 25 |
| San Felipe de Jesús | 25 |
| Sahuaripa | 25 |
| Rosario | 25 |
| Other values (67) |
Length
| Max length | 29 |
|---|---|
| Median length | 21 |
| Mean length | 9.5 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17100 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Aconchi |
|---|---|
| 2nd row | Agua Prieta |
| 3rd row | Alamos |
| 4th row | Altar |
| 5th row | Arivechi |
Common Values
| Value | Count | Frequency (%) |
| Aconchi | 25 | 1.4% |
| Agua Prieta | 25 | 1.4% |
| San Felipe de Jesús | 25 | 1.4% |
| Sahuaripa | 25 | 1.4% |
| Rosario | 25 | 1.4% |
| Rayón | 25 | 1.4% |
| Quiriego | 25 | 1.4% |
| Puerto Peñasco | 25 | 1.4% |
| Pitiquito | 25 | 1.4% |
| Oquitoa | 25 | 1.4% |
| Other values (62) | 1550 |
Length
| Value | Count | Frequency (%) |
| san | 150 | 5.7% |
| de | 100 | 3.8% |
| santa | 50 | 1.9% |
| la | 50 | 1.9% |
| río | 50 | 1.9% |
| villa | 50 | 1.9% |
| aconchi | 25 | 1.0% |
| baviácora | 25 | 1.0% |
| atil | 25 | 1.0% |
| bacadéhuachi | 25 | 1.0% |
| Other values (83) | 2075 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2575 | |
| e | 1175 | 6.9% |
| o | 1175 | 6.9% |
| i | 1075 | 6.3% |
| r | 1025 | 6.0% |
| 825 | 4.8% | |
| c | 800 | 4.7% |
| u | 750 | 4.4% |
| n | 700 | 4.1% |
| s | 650 | 3.8% |
| Other values (41) | 6350 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13775 | |
| Uppercase Letter | 2500 | 14.6% |
| Space Separator | 825 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2575 | |
| e | 1175 | 8.5% |
| o | 1175 | 8.5% |
| i | 1075 | 7.8% |
| r | 1025 | 7.4% |
| c | 800 | 5.8% |
| u | 750 | 5.4% |
| n | 700 | 5.1% |
| s | 650 | 4.7% |
| l | 625 | 4.5% |
| Other values (18) | 3225 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 300 | |
| C | 300 | |
| B | 250 | |
| H | 200 | 8.0% |
| A | 200 | 8.0% |
| P | 175 | 7.0% |
| M | 125 | 5.0% |
| N | 125 | 5.0% |
| G | 125 | 5.0% |
| R | 100 | 4.0% |
| Other values (12) | 600 |
Space Separator
| Value | Count | Frequency (%) |
| 825 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16275 | |
| Common | 825 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2575 | |
| e | 1175 | 7.2% |
| o | 1175 | 7.2% |
| i | 1075 | 6.6% |
| r | 1025 | 6.3% |
| c | 800 | 4.9% |
| u | 750 | 4.6% |
| n | 700 | 4.3% |
| s | 650 | 4.0% |
| l | 625 | 3.8% |
| Other values (40) | 5725 |
Common
| Value | Count | Frequency (%) |
| 825 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16600 | |
| None | 500 | 2.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2575 | |
| e | 1175 | 7.1% |
| o | 1175 | 7.1% |
| i | 1075 | 6.5% |
| r | 1025 | 6.2% |
| 825 | 5.0% | |
| c | 800 | 4.8% |
| u | 750 | 4.5% |
| n | 700 | 4.2% |
| s | 650 | 3.9% |
| Other values (35) | 5850 |
None
| Value | Count | Frequency (%) |
| á | 200 | |
| í | 125 | |
| é | 75 | 15.0% |
| ó | 50 | 10.0% |
| ñ | 25 | 5.0% |
| ú | 25 | 5.0% |
Poblacion
Real number (ℝ)
| Distinct | 211 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34075.043 |
| Minimum | 279 |
|---|---|
| Maximum | 936263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 279 |
|---|---|
| 5-th percentile | 492 |
| Q1 | 1454 |
| median | 3396 |
| Q3 | 14365 |
| 95-th percentile | 157729 |
| Maximum | 936263 |
| Range | 935984 |
| Interquartile range (IQR) | 12911 |
Descriptive statistics
| Standard deviation | 99457.403 |
|---|---|
| Coefficient of variation (CV) | 2.9187756 |
| Kurtosis | 33.195767 |
| Mean | 34075.043 |
| Median Absolute Deviation (MAD) | 2571 |
| Skewness | 5.3591128 |
| Sum | 61335077 |
| Variance | 9.891775 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1484 | 26 | 1.4% |
| 1350 | 20 | 1.1% |
| 1646 | 20 | 1.1% |
| 1496 | 15 | 0.8% |
| 943 | 15 | 0.8% |
| 3335 | 13 | 0.7% |
| 5626 | 13 | 0.7% |
| 279 | 13 | 0.7% |
| 416 | 13 | 0.7% |
| 6400 | 13 | 0.7% |
| Other values (201) | 1639 |
| Value | Count | Frequency (%) |
| 279 | 13 | |
| 365 | 2 | 0.1% |
| 369 | 2 | 0.1% |
| 396 | 10 | |
| 399 | 10 | |
| 402 | 13 | |
| 416 | 13 | |
| 443 | 10 | |
| 479 | 13 | |
| 492 | 10 |
| Value | Count | Frequency (%) |
| 936263 | 2 | 0.1% |
| 784342 | 10 | |
| 609829 | 13 | |
| 436484 | 2 | 0.1% |
| 409310 | 10 | |
| 356290 | 13 | |
| 264782 | 2 | 0.1% |
| 220292 | 10 | |
| 199021 | 2 | 0.1% |
| 178380 | 10 |
| Distinct | 398 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215.46667 |
| Minimum | 0 |
|---|---|
| Maximum | 8693 |
| Zeros | 254 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 12 |
| Q3 | 61.25 |
| 95-th percentile | 1343.05 |
| Maximum | 8693 |
| Range | 8693 |
| Interquartile range (IQR) | 58.25 |
Descriptive statistics
| Standard deviation | 671.34511 |
|---|---|
| Coefficient of variation (CV) | 3.1157725 |
| Kurtosis | 32.203927 |
| Mean | 215.46667 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 5.0385323 |
| Sum | 387840 |
| Variance | 450704.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 254 | 14.1% |
| 12 | 161 | 8.9% |
| 1 | 97 | 5.4% |
| 2 | 68 | 3.8% |
| 3 | 59 | 3.3% |
| 5 | 58 | 3.2% |
| 4 | 52 | 2.9% |
| 6 | 44 | 2.4% |
| 8 | 40 | 2.2% |
| 7 | 31 | 1.7% |
| Other values (388) | 936 |
| Value | Count | Frequency (%) |
| 0 | 254 | |
| 1 | 97 | 5.4% |
| 2 | 68 | 3.8% |
| 3 | 59 | 3.3% |
| 4 | 52 | 2.9% |
| 5 | 58 | 3.2% |
| 6 | 44 | 2.4% |
| 7 | 31 | 1.7% |
| 8 | 40 | 2.2% |
| 9 | 29 | 1.6% |
| Value | Count | Frequency (%) |
| 8693 | 1 | |
| 5157 | 1 | |
| 5005 | 1 | |
| 4790 | 1 | |
| 4612 | 1 | |
| 4462 | 1 | |
| 4435 | 1 | |
| 4430 | 1 | |
| 4393 | 1 | |
| 4390 | 1 |
| Distinct | 1250 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0334616 |
| Minimum | 0 |
|---|---|
| Maximum | 37.313433 |
| Zeros | 254 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2891918 |
| median | 3.7252757 |
| Q3 | 7.2248812 |
| 95-th percentile | 14.966261 |
| Maximum | 37.313433 |
| Range | 37.313433 |
| Interquartile range (IQR) | 5.9356893 |
Descriptive statistics
| Standard deviation | 5.1760902 |
|---|---|
| Coefficient of variation (CV) | 1.0283361 |
| Kurtosis | 5.5859836 |
| Mean | 5.0334616 |
| Median Absolute Deviation (MAD) | 2.7511022 |
| Skewness | 1.9582689 |
| Sum | 9060.2308 |
| Variance | 26.79191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 254 | 14.1% |
| 5.028284098 | 5 | 0.3% |
| 2.087682672 | 5 | 0.3% |
| 5.336179296 | 5 | 0.3% |
| 4.043126685 | 4 | 0.2% |
| 0.4336513443 | 4 | 0.2% |
| 12.47401247 | 4 | 0.2% |
| 1.751313485 | 4 | 0.2% |
| 8.021390374 | 4 | 0.2% |
| 1.212856277 | 4 | 0.2% |
| Other values (1240) | 1507 |
| Value | Count | Frequency (%) |
| 0 | 254 | |
| 0.04689991558 | 1 | 0.1% |
| 0.1001201442 | 1 | 0.1% |
| 0.1193032689 | 1 | 0.1% |
| 0.1647717911 | 1 | 0.1% |
| 0.1895734597 | 1 | 0.1% |
| 0.2006420546 | 1 | 0.1% |
| 0.2979737783 | 2 | 0.1% |
| 0.299850075 | 1 | 0.1% |
| 0.3206898395 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 37.31343284 | 1 | 0.1% |
| 32.87671233 | 2 | |
| 32.59259259 | 1 | 0.1% |
| 32.5203252 | 2 | |
| 30.3030303 | 2 | |
| 30.07518797 | 3 | |
| 29.34537246 | 1 | 0.1% |
| 27.08803612 | 2 | |
| 25.06265664 | 1 | 0.1% |
| 24.87562189 | 1 | 0.1% |
| Distinct | 57 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6605556 |
| Minimum | 0 |
|---|---|
| Maximum | 180 |
| Zeros | 894 |
| Zeros (%) | 49.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 19 |
| Maximum | 180 |
| Range | 180 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 9.2275176 |
|---|---|
| Coefficient of variation (CV) | 2.520797 |
| Kurtosis | 88.569314 |
| Mean | 3.6605556 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.9528838 |
| Sum | 6589 |
| Variance | 85.147081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 894 | |
| 1 | 252 | 14.0% |
| 2 | 166 | 9.2% |
| 3 | 84 | 4.7% |
| 4 | 62 | 3.4% |
| 5 | 49 | 2.7% |
| 6 | 34 | 1.9% |
| 7 | 25 | 1.4% |
| 8 | 22 | 1.2% |
| 9 | 20 | 1.1% |
| Other values (47) | 192 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 894 | |
| 1 | 252 | 14.0% |
| 2 | 166 | 9.2% |
| 3 | 84 | 4.7% |
| 4 | 62 | 3.4% |
| 5 | 49 | 2.7% |
| 6 | 34 | 1.9% |
| 7 | 25 | 1.4% |
| 8 | 22 | 1.2% |
| 9 | 20 | 1.1% |
| Value | Count | Frequency (%) |
| 180 | 1 | |
| 80 | 1 | |
| 75 | 2 | |
| 67 | 1 | |
| 65 | 1 | |
| 62 | 1 | |
| 61 | 1 | |
| 55 | 1 | |
| 54 | 2 | |
| 53 | 1 |
| Distinct | 574 |
|---|---|
| Distinct (%) | 31.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22562231 |
| Minimum | 0 |
|---|---|
| Maximum | 10.204082 |
| Zeros | 894 |
| Zeros (%) | 49.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.016979858 |
| Q3 | 0.21123785 |
| 95-th percentile | 1.0600732 |
| Maximum | 10.204082 |
| Range | 10.204082 |
| Interquartile range (IQR) | 0.21123785 |
Descriptive statistics
| Standard deviation | 0.57664477 |
|---|---|
| Coefficient of variation (CV) | 2.5557967 |
| Kurtosis | 102.84306 |
| Mean | 0.22562231 |
| Median Absolute Deviation (MAD) | 0.016979858 |
| Skewness | 8.0670968 |
| Sum | 406.12016 |
| Variance | 0.33251919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 894 | |
| 0.1840942563 | 9 | 0.5% |
| 0.6075334143 | 7 | 0.4% |
| 0.2757479664 | 6 | 0.3% |
| 0.07393168712 | 5 | 0.3% |
| 0.1392272885 | 5 | 0.3% |
| 1.481481481 | 5 | 0.3% |
| 0.6142506143 | 5 | 0.3% |
| 0.2137932263 | 5 | 0.3% |
| 0.1862197393 | 5 | 0.3% |
| Other values (564) | 854 |
| Value | Count | Frequency (%) |
| 0 | 894 | |
| 0.004582069446 | 1 | 0.1% |
| 0.006873104169 | 1 | 0.1% |
| 0.01251666281 | 1 | 0.1% |
| 0.01263615457 | 1 | 0.1% |
| 0.01339593701 | 1 | 0.1% |
| 0.01614361359 | 1 | 0.1% |
| 0.01781610219 | 1 | 0.1% |
| 0.02000520135 | 2 | 0.1% |
| 0.02009390552 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10.20408163 | 1 | |
| 9.029345372 | 1 | |
| 7.462686567 | 1 | |
| 5.050505051 | 1 | |
| 4.975124378 | 1 | |
| 4.175365344 | 1 | |
| 4.032258065 | 1 | |
| 3.584229391 | 1 | |
| 2.90486565 | 2 | |
| 2.791346825 | 1 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52333333 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 1366 |
| Zeros (%) | 75.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3380771 |
|---|---|
| Coefficient of variation (CV) | 2.5568352 |
| Kurtosis | 34.886616 |
| Mean | 0.52333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7874853 |
| Sum | 942 |
| Variance | 1.7904503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1366 | |
| 1 | 218 | 12.1% |
| 2 | 112 | 6.2% |
| 3 | 36 | 2.0% |
| 4 | 31 | 1.7% |
| 5 | 11 | 0.6% |
| 6 | 10 | 0.6% |
| 7 | 4 | 0.2% |
| 9 | 3 | 0.2% |
| 10 | 3 | 0.2% |
| Other values (3) | 6 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 1366 | |
| 1 | 218 | 12.1% |
| 2 | 112 | 6.2% |
| 3 | 36 | 2.0% |
| 4 | 31 | 1.7% |
| 5 | 11 | 0.6% |
| 6 | 10 | 0.6% |
| 7 | 4 | 0.2% |
| 8 | 3 | 0.2% |
| 9 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | 0.1% |
| 13 | 2 | 0.1% |
| 10 | 3 | 0.2% |
| 9 | 3 | 0.2% |
| 8 | 3 | 0.2% |
| 7 | 4 | 0.2% |
| 6 | 10 | 0.6% |
| 5 | 11 | 0.6% |
| 4 | 31 | |
| 3 | 36 |
| Distinct | 257 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.064876429 |
| Minimum | 0 |
|---|---|
| Maximum | 6.772009 |
| Zeros | 1366 |
| Zeros (%) | 75.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.33086866 |
| Maximum | 6.772009 |
| Range | 6.772009 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.29878806 |
|---|---|
| Coefficient of variation (CV) | 4.6054949 |
| Kurtosis | 195.04314 |
| Mean | 0.064876429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.389324 |
| Sum | 116.77757 |
| Variance | 0.089274305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1366 | |
| 0.01310684702 | 10 | 0.6% |
| 0.6075334143 | 8 | 0.4% |
| 0.06419103251 | 6 | 0.3% |
| 0.03119054303 | 5 | 0.3% |
| 0.01438517751 | 5 | 0.3% |
| 0.01263615457 | 5 | 0.3% |
| 0.15625 | 5 | 0.3% |
| 0.1105094486 | 4 | 0.2% |
| 0.01251666281 | 4 | 0.2% |
| Other values (247) | 382 | 21.2% |
| Value | Count | Frequency (%) |
| 0 | 1366 | |
| 0.001274954038 | 1 | 0.1% |
| 0.002136151915 | 1 | 0.1% |
| 0.002443136009 | 1 | 0.1% |
| 0.002549908076 | 1 | 0.1% |
| 0.002806702405 | 3 | 0.2% |
| 0.00327960789 | 2 | 0.1% |
| 0.003824862114 | 1 | 0.1% |
| 0.004539429485 | 3 | 0.2% |
| 0.004886272019 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.772009029 | 1 | |
| 4.975124378 | 1 | |
| 2.487562189 | 1 | |
| 2.424242424 | 1 | |
| 2.257336343 | 2 | |
| 2.087682672 | 1 | |
| 2.079002079 | 1 | |
| 2.070393375 | 1 | |
| 1.766784452 | 1 | |
| 1.597444089 | 1 |
| Distinct | 315 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.795 |
| Minimum | 0 |
|---|---|
| Maximum | 3894 |
| Zeros | 528 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 27.25 |
| 95-th percentile | 568.1 |
| Maximum | 3894 |
| Range | 3894 |
| Interquartile range (IQR) | 27.25 |
Descriptive statistics
| Standard deviation | 328.25288 |
|---|---|
| Coefficient of variation (CV) | 3.3912173 |
| Kurtosis | 45.943497 |
| Mean | 96.795 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 6.0975732 |
| Sum | 174231 |
| Variance | 107749.95 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 120 | 6.7% |
| 2 | 110 | 6.1% |
| 4 | 69 | 3.8% |
| 3 | 67 | 3.7% |
| 5 | 56 | 3.1% |
| 6 | 48 | 2.7% |
| 9 | 32 | 1.8% |
| 7 | 32 | 1.8% |
| 8 | 29 | 1.6% |
| Other values (305) | 709 |
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 120 | 6.7% |
| 2 | 110 | 6.1% |
| 3 | 67 | 3.7% |
| 4 | 69 | 3.8% |
| 5 | 56 | 3.1% |
| 6 | 48 | 2.7% |
| 7 | 32 | 1.8% |
| 8 | 29 | 1.6% |
| 9 | 32 | 1.8% |
| Value | Count | Frequency (%) |
| 3894 | 1 | |
| 3711 | 1 | |
| 3125 | 1 | |
| 3103 | 1 | |
| 3021 | 1 | |
| 2895 | 1 | |
| 2735 | 1 | |
| 2548 | 1 | |
| 2503 | 1 | |
| 2318 | 1 |
| Distinct | 1053 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.147162 |
| Minimum | 0 |
|---|---|
| Maximum | 64.676617 |
| Zeros | 528 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.2150668 |
| Q3 | 2.8260116 |
| 95-th percentile | 6.9637883 |
| Maximum | 64.676617 |
| Range | 64.676617 |
| Interquartile range (IQR) | 2.8260116 |
Descriptive statistics
| Standard deviation | 3.6526968 |
|---|---|
| Coefficient of variation (CV) | 1.7011743 |
| Kurtosis | 72.087031 |
| Mean | 2.147162 |
| Median Absolute Deviation (MAD) | 1.2150668 |
| Skewness | 6.4095979 |
| Sum | 3864.8917 |
| Variance | 13.342194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1.215066829 | 6 | 0.3% |
| 0.7320644217 | 5 | 0.3% |
| 0.537056928 | 5 | 0.3% |
| 0.8718395815 | 5 | 0.3% |
| 1.271364161 | 4 | 0.2% |
| 2.673796791 | 4 | 0.2% |
| 2.69541779 | 4 | 0.2% |
| 0.3791469194 | 4 | 0.2% |
| 0.8756567426 | 4 | 0.2% |
| Other values (1043) | 1231 |
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 0.02574599006 | 1 | 0.1% |
| 0.07338372349 | 1 | 0.1% |
| 0.07737542556 | 1 | 0.1% |
| 0.09379983116 | 1 | 0.1% |
| 0.1082719792 | 2 | 0.1% |
| 0.1281886938 | 1 | 0.1% |
| 0.1378739832 | 2 | 0.1% |
| 0.1562255898 | 1 | 0.1% |
| 0.1612383102 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 64.67661692 | 1 | |
| 40 | 1 | |
| 39.80099502 | 1 | |
| 39.25925926 | 1 | |
| 25.25252525 | 1 | |
| 24.83069977 | 2 | |
| 23.4791889 | 1 | |
| 22.55639098 | 1 | |
| 21.63461538 | 1 | |
| 20.83333333 | 1 |
| Distinct | 147 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.117222 |
| Minimum | 0 |
|---|---|
| Maximum | 959 |
| Zeros | 871 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 78.05 |
| Maximum | 959 |
| Range | 959 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 61.128639 |
|---|---|
| Coefficient of variation (CV) | 3.7927528 |
| Kurtosis | 92.145956 |
| Mean | 16.117222 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.4341049 |
| Sum | 29011 |
| Variance | 3736.7105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 143 | 7.9% |
| 2 | 113 | 6.3% |
| 3 | 90 | 5.0% |
| 4 | 54 | 3.0% |
| 5 | 49 | 2.7% |
| 6 | 42 | 2.3% |
| 7 | 33 | 1.8% |
| 8 | 30 | 1.7% |
| 9 | 23 | 1.3% |
| Other values (137) | 352 |
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 143 | 7.9% |
| 2 | 113 | 6.3% |
| 3 | 90 | 5.0% |
| 4 | 54 | 3.0% |
| 5 | 49 | 2.7% |
| 6 | 42 | 2.3% |
| 7 | 33 | 1.8% |
| 8 | 30 | 1.7% |
| 9 | 23 | 1.3% |
| Value | Count | Frequency (%) |
| 959 | 1 | |
| 864 | 1 | |
| 763 | 1 | |
| 627 | 1 | |
| 610 | 1 | |
| 604 | 1 | |
| 561 | 1 | |
| 537 | 1 | |
| 508 | 1 | |
| 499 | 1 |
| Distinct | 750 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62103672 |
| Minimum | 0 |
|---|---|
| Maximum | 19.259259 |
| Zeros | 871 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.045415126 |
| Q3 | 0.65063918 |
| 95-th percentile | 2.6954178 |
| Maximum | 19.259259 |
| Range | 19.259259 |
| Interquartile range (IQR) | 0.65063918 |
Descriptive statistics
| Standard deviation | 1.5654563 |
|---|---|
| Coefficient of variation (CV) | 2.5207146 |
| Kurtosis | 50.697881 |
| Mean | 0.62103672 |
| Median Absolute Deviation (MAD) | 0.045415126 |
| Skewness | 6.144043 |
| Sum | 1117.8661 |
| Variance | 2.4506534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 0.6075334143 | 7 | 0.4% |
| 0.7320644217 | 4 | 0.2% |
| 0.8861320337 | 4 | 0.2% |
| 0.8944543828 | 4 | 0.2% |
| 0.7407407407 | 4 | 0.2% |
| 0.268528464 | 4 | 0.2% |
| 0.2388344877 | 3 | 0.2% |
| 0.5617977528 | 3 | 0.2% |
| 0.2002402883 | 3 | 0.2% |
| Other values (740) | 893 |
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 0.007329408028 | 1 | 0.1% |
| 0.01267997642 | 3 | 0.2% |
| 0.01339593701 | 1 | 0.1% |
| 0.0174392243 | 1 | 0.1% |
| 0.01824961828 | 1 | 0.1% |
| 0.01954508808 | 1 | 0.1% |
| 0.02512297697 | 2 | 0.1% |
| 0.02803004821 | 1 | 0.1% |
| 0.03036191402 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 19.25925926 | 1 | |
| 18.05869074 | 1 | |
| 17.41293532 | 1 | |
| 16.82692308 | 1 | |
| 15.15151515 | 1 | |
| 14.49275362 | 1 | |
| 12.62626263 | 1 | |
| 12.43781095 | 1 | |
| 11.47959184 | 1 | |
| 11.28668172 | 1 |
| Distinct | 129 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.865556 |
| Minimum | 0 |
|---|---|
| Maximum | 7367 |
| Zeros | 997 |
| Zeros (%) | 55.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 54.05 |
| Maximum | 7367 |
| Range | 7367 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 283.78326 |
|---|---|
| Coefficient of variation (CV) | 7.3016648 |
| Kurtosis | 288.63108 |
| Mean | 38.865556 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.465297 |
| Sum | 69958 |
| Variance | 80532.939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 997 | |
| 1 | 226 | 12.6% |
| 2 | 140 | 7.8% |
| 3 | 84 | 4.7% |
| 4 | 41 | 2.3% |
| 5 | 33 | 1.8% |
| 6 | 27 | 1.5% |
| 8 | 16 | 0.9% |
| 13 | 12 | 0.7% |
| 7 | 12 | 0.7% |
| Other values (119) | 212 | 11.8% |
| Value | Count | Frequency (%) |
| 0 | 997 | |
| 1 | 226 | 12.6% |
| 2 | 140 | 7.8% |
| 3 | 84 | 4.7% |
| 4 | 41 | 2.3% |
| 5 | 33 | 1.8% |
| 6 | 27 | 1.5% |
| 7 | 12 | 0.7% |
| 8 | 16 | 0.9% |
| 9 | 11 | 0.6% |
| Value | Count | Frequency (%) |
| 7367 | 1 | |
| 3316 | 1 | |
| 2975 | 1 | |
| 2845 | 1 | |
| 2724 | 1 | |
| 2456 | 1 | |
| 2440 | 1 | |
| 2339 | 1 | |
| 2247 | 1 | |
| 2217 | 1 |
| Distinct | 588 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58112096 |
| Minimum | 0 |
|---|---|
| Maximum | 16.677879 |
| Zeros | 997 |
| Zeros (%) | 55.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.48736339 |
| 95-th percentile | 3.1111067 |
| Maximum | 16.677879 |
| Range | 16.677879 |
| Interquartile range (IQR) | 0.48736339 |
Descriptive statistics
| Standard deviation | 1.4925317 |
|---|---|
| Coefficient of variation (CV) | 2.5683667 |
| Kurtosis | 38.445754 |
| Mean | 0.58112096 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2775828 |
| Sum | 1046.0177 |
| Variance | 2.227651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 997 | |
| 0.8718395815 | 6 | 0.3% |
| 0.08119519324 | 4 | 0.2% |
| 2.525252525 | 4 | 0.2% |
| 0.1571832757 | 4 | 0.2% |
| 0.4875670405 | 4 | 0.2% |
| 0.2177463255 | 4 | 0.2% |
| 0.1612383102 | 4 | 0.2% |
| 1.215066829 | 4 | 0.2% |
| 0.2808988764 | 4 | 0.2% |
| Other values (578) | 765 |
| Value | Count | Frequency (%) |
| 0 | 997 | |
| 0.002443136009 | 1 | 0.1% |
| 0.002806702405 | 1 | 0.1% |
| 0.003776691769 | 1 | 0.1% |
| 0.004539429485 | 1 | 0.1% |
| 0.005613404811 | 1 | 0.1% |
| 0.006339988208 | 1 | 0.1% |
| 0.007329408028 | 1 | 0.1% |
| 0.00767288938 | 1 | 0.1% |
| 0.009078858969 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 16.67787869 | 1 | |
| 15.94909743 | 1 | |
| 15.27077027 | 1 | |
| 14.92537313 | 1 | |
| 14.07407407 | 1 | |
| 12.59259259 | 1 | |
| 12.34040629 | 1 | |
| 11.73959445 | 1 | |
| 11.13952799 | 1 | |
| 10.02506266 | 1 |
| Distinct | 177 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.787778 |
| Minimum | 0 |
|---|---|
| Maximum | 2176 |
| Zeros | 1009 |
| Zeros (%) | 56.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9.25 |
| 95-th percentile | 154.4 |
| Maximum | 2176 |
| Range | 2176 |
| Interquartile range (IQR) | 9.25 |
Descriptive statistics
| Standard deviation | 100.49868 |
|---|---|
| Coefficient of variation (CV) | 4.0543643 |
| Kurtosis | 166.1693 |
| Mean | 24.787778 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.530983 |
| Sum | 44618 |
| Variance | 10099.985 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1009 | |
| 12 | 107 | 5.9% |
| 1 | 96 | 5.3% |
| 2 | 54 | 3.0% |
| 3 | 44 | 2.4% |
| 11 | 36 | 2.0% |
| 6 | 32 | 1.8% |
| 10 | 29 | 1.6% |
| 4 | 28 | 1.6% |
| 8 | 27 | 1.5% |
| Other values (167) | 338 | 18.8% |
| Value | Count | Frequency (%) |
| 0 | 1009 | |
| 1 | 96 | 5.3% |
| 2 | 54 | 3.0% |
| 3 | 44 | 2.4% |
| 4 | 28 | 1.6% |
| 5 | 26 | 1.4% |
| 6 | 32 | 1.8% |
| 7 | 19 | 1.1% |
| 8 | 27 | 1.5% |
| 9 | 15 | 0.8% |
| Value | Count | Frequency (%) |
| 2176 | 1 | |
| 1558 | 1 | |
| 949 | 1 | |
| 939 | 1 | |
| 881 | 1 | |
| 857 | 1 | |
| 786 | 1 | |
| 752 | 1 | |
| 742 | 1 | |
| 723 | 1 |
| Distinct | 663 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1263939 |
| Minimum | 0 |
|---|---|
| Maximum | 32.876712 |
| Zeros | 1009 |
| Zeros (%) | 56.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.55009004 |
| 95-th percentile | 7.0087993 |
| Maximum | 32.876712 |
| Range | 32.876712 |
| Interquartile range (IQR) | 0.55009004 |
Descriptive statistics
| Standard deviation | 3.4315181 |
|---|---|
| Coefficient of variation (CV) | 3.0464636 |
| Kurtosis | 35.341204 |
| Mean | 1.1263939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3531269 |
| Sum | 2027.509 |
| Variance | 11.775316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1009 | |
| 0.06244536031 | 4 | 0.2% |
| 0.7407407407 | 3 | 0.2% |
| 0.1160631383 | 3 | 0.2% |
| 0.4983388704 | 3 | 0.2% |
| 0.4543595802 | 3 | 0.2% |
| 0.5005005005 | 3 | 0.2% |
| 0.1612383102 | 3 | 0.2% |
| 0.1913509376 | 3 | 0.2% |
| 0.1157541382 | 3 | 0.2% |
| Other values (653) | 763 |
| Value | Count | Frequency (%) |
| 0 | 1009 | |
| 0.004582069446 | 1 | 0.1% |
| 0.005613404811 | 1 | 0.1% |
| 0.006873104169 | 1 | 0.1% |
| 0.006896266361 | 1 | 0.1% |
| 0.008199019725 | 1 | 0.1% |
| 0.01310684702 | 1 | 0.1% |
| 0.01646985194 | 1 | 0.1% |
| 0.01781610219 | 1 | 0.1% |
| 0.02433282437 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 32.87671233 | 2 | |
| 32.5203252 | 2 | |
| 30.3030303 | 1 | |
| 30.07518797 | 2 | |
| 27.08803612 | 2 | |
| 24.3902439 | 2 | |
| 22.34636872 | 2 | |
| 22.17741935 | 2 | |
| 19.2 | 2 | |
| 19.16932907 | 1 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| Unnamed: 0 | Año | Id_Municipio | Nombre_Municipio | Poblacion | Total_Accidentes | Tasa_Accidentes | Total_Muertes | Tasa_Muertos | Total_Muertes_Alcohol | Tasa_Muertos_Alcohol | Total_Heridos | Tasa_Heridos | Total_Heridos_Alcohol | Tasa_Heridos_Alcohol | Total_Cinturon_Uso | Total_Cinturon_Tasa | Total_Fugas | Total_Fugas_Tasa | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1997 | 1 | Aconchi | 2420 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 1 | 1 | 1997 | 2 | Agua Prieta | 61944 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 2 | 2 | 1997 | 3 | Alamos | 25152 | 43 | 1.709606 | 4 | 0.159033 | 1 | 0.039758 | 21 | 0.834924 | 6 | 0.238550 | 0 | 0.0 | 5 | 0.198791 |
| 3 | 3 | 1997 | 4 | Altar | 7253 | 9 | 1.240866 | 0 | 0.000000 | 0 | 0.000000 | 1 | 0.137874 | 0 | 0.000000 | 0 | 0.0 | 2 | 0.275748 |
| 4 | 4 | 1997 | 5 | Arivechi | 1484 | 2 | 1.347709 | 1 | 0.673854 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 5 | 5 | 1997 | 6 | Arizpe | 3396 | 8 | 2.355713 | 2 | 0.588928 | 0 | 0.000000 | 5 | 1.472320 | 1 | 0.294464 | 0 | 0.0 | 0 | 0.000000 |
| 6 | 6 | 1997 | 7 | Atil | 718 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 7 | 7 | 1997 | 8 | Bacadéhuachi | 1348 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 8 | 8 | 1997 | 9 | Bacanora | 943 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| 9 | 9 | 1997 | 10 | Bacerac | 1366 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.0 | 0 | 0.000000 |
| Unnamed: 0 | Año | Id_Municipio | Nombre_Municipio | Poblacion | Total_Accidentes | Tasa_Accidentes | Total_Muertes | Tasa_Muertos | Total_Muertes_Alcohol | Tasa_Muertos_Alcohol | Total_Heridos | Tasa_Heridos | Total_Heridos_Alcohol | Tasa_Heridos_Alcohol | Total_Cinturon_Uso | Total_Cinturon_Tasa | Total_Fugas | Total_Fugas_Tasa | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1790 | 1790 | 2021 | 63 | Tepache | 1178 | 12 | 10.186757 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 12 | 10.186757 |
| 1791 | 1791 | 2021 | 64 | Trincheras | 1381 | 12 | 8.689356 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 12 | 8.689356 |
| 1792 | 1792 | 2021 | 65 | Tubutama | 1473 | 12 | 8.146640 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 12 | 8.146640 |
| 1793 | 1793 | 2021 | 66 | Ures | 8548 | 25 | 2.924661 | 0 | 0.000000 | 0 | 0.000000 | 3 | 0.350959 | 2 | 0.233973 | 2 | 0.233973 | 4 | 0.467946 |
| 1794 | 1794 | 2021 | 67 | Villa Hidalgo | 1429 | 12 | 8.397481 | 1 | 0.699790 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 11 | 7.697691 |
| 1795 | 1795 | 2021 | 68 | Villa Pesqueira | 1043 | 13 | 12.464046 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 1 | 0.958773 | 12 | 11.505273 |
| 1796 | 1796 | 2021 | 69 | Yécora | 4793 | 13 | 2.712289 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 0 | 0.000000 | 3 | 0.625913 | 10 | 2.086376 |
| 1797 | 1797 | 2021 | 70 | General Plutarco Elías Calles | 13627 | 60 | 4.403023 | 1 | 0.073384 | 0 | 0.000000 | 1 | 0.073384 | 0 | 0.000000 | 3 | 0.220151 | 11 | 0.807221 |
| 1798 | 1798 | 2021 | 71 | Benito Juárez | 21692 | 98 | 4.517795 | 0 | 0.000000 | 0 | 0.000000 | 43 | 1.982298 | 0 | 0.000000 | 0 | 0.000000 | 5 | 0.230500 |
| 1799 | 1799 | 2021 | 72 | San Ignacio Río Muerto | 14279 | 53 | 3.711745 | 4 | 0.280132 | 4 | 0.280132 | 42 | 2.941382 | 3 | 0.210099 | 0 | 0.000000 | 0 | 0.000000 |